Dependency preservation is a crucial aspect in database normalization that ensures all functional dependencies are maintained after decomposition, allowing for the reconstruction of original data relationships without loss of information. It is essential for maintaining the integrity and consistency of the database while optimizing its structure for efficiency and performance.